{"id":"W174722727","doi":"10.21425/f5fbg13024","title":"perspective: Causes and consequences of range size variation: the influence of traits, speciation, and extinction","year":2012,"lang":"en","type":"article","venue":"Frontiers of Biogeography","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Extinction (optical mineralogy); Genetic algorithm; Biology; Range (aeronautics); Variation (astronomy); Diversification (marketing strategy); Evolutionary biology; Species richness; Phylogenetic tree; Perspective (graphical); Ecology; Paleontology; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001771593,0.001188066,0.001272484,0.001262931,0.0007400929,0.002698262,0.001726635,0.004500813,0.0065666],"category_scores_gemma":[0.002923107,0.0002472755,0.0003997506,0.001475663,0.003337135,0.004942057,0.001404315,0.003589872,0.00141959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008631583,"about_ca_system_score_gemma":0.0009648679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002048845,"about_ca_topic_score_gemma":0.002922901,"domain_scores_codex":[0.9993929,0.0001974417,0.00003407209,0.0002462797,0.00009292693,0.00003641556],"domain_scores_gemma":[0.9974515,0.001532705,0.0003842495,0.0001042171,0.0002861066,0.0002412439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008479267,0.0002184743,0.0483613,0.01037526,0.001415686,0.004588342,0.003488558,0.007272187,0.02927395,0.3973105,0.1510638,0.3457839],"study_design_scores_gemma":[0.00007509569,0.0003417157,0.04855342,0.001298669,0.0004707835,0.004055515,0.004985799,0.003702422,0.003154052,0.6947152,0.2384916,0.0001557897],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.03337109,0.4625946,0.02800529,0.4436336,0.007285508,0.00003224869,0.001387068,0.0001812783,0.02350928],"genre_scores_gemma":[0.380798,0.4655963,0.01341012,0.09483144,0.037334,0.00005814317,0.001030904,0.00008458022,0.006856401],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0065666,"threshold_uncertainty_score":0.02196753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356718483055418,"score_gpt":0.1942588271614241,"score_spread":0.1806916423308699,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}